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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Visual Named Entity Linking: A New Dataset and A Baseline EMNLP 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022
Graph Embeddings for Argumentation Quality Assessment EMNLP 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge EMNLP 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022
Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Few-Shot Document-Level Relation Extraction NAACL 2022
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022
A Double-Graph Based Framework for Frame Semantic Parsing NAACL 2022
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion NAACL 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022
Event Schema Induction with Double Graph Autoencoders NAACL 2022
SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022
OakInk: A Large-Scale Knowledge Repository for Understanding Hand-Object Interaction CVPR 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022
AKB-48: A Real-World Articulated Object Knowledge Base CVPR 2022
Disentangled Action Recognition with Knowledge Bases NAACL 2022
Cross-document Misinformation Detection based on Event Graph Reasoning NAACL 2022